One Play Button Control Multiple Charts Animation (not with plotly.express)

I used plotly animation graph. Each graph has its own play/pause button. Can I use one button to control all graph animation? I have 4 candlestick charts that need play and pause at same time. I saw a similar topic, but it was using plotly.express. But I didn’t use it.
Here are my code snippet:
…
updatemenus=[dict(type=“buttons”, buttons=[dict(label=“Play”, method=“animate”, args=[None])]
layout1 = go.Layout(… updatemenus=updatemenus)
…
chart1 = go.Figure(data=data1, layout=layout1, frames=frames1)
chart2 = go.Figure(data=data2, layout=layout1, frames=frames2)
…
py.offline.iplot(chart1)
py.offline.iplot(chart2)
…